Tomaso Poggio

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Tomaso A. Poggio
Genoa, Italy
Alma mater
Known for
  • Biophysical and behavioral studies of the visual system
  • Computational analyses of vision and learning in humans and machines
  • Deep learning
  • Visuo-motor control system in the fly
Awards
Scientific career
Fields
InstitutionsMassachusetts Institute of Technology
Doctoral advisorProf. A. Borsellino
Notable students

Tomaso Armando Poggio (born 11 September 1947 in

Center for Biological and Computational Learning at MIT and the Center for Brains, Minds, and Machines, a multi-institutional collaboration headquartered at the McGovern Institute since 2013.[1]

Biography

Born in

Theoretical Physics
under professor A. Borsellino.

Research

His interdisciplinary research on the problem of

Max Planck Institute in Tübingen, Germany in collaborations with Werner E. Reichardt, David C. Marr and Francis H.C. Crick, among others. He has made contributions to learning theory, to the computational theory of vision, to the understanding of the fly's visual system, and to the biophysics of computation. His recent work is focused on computational neuroscience in close collaboration with several physiology labs, trying to answer the questions of how our visual system learns to see and recognize scenes and objects.[2]

He is one of the most cited computational neuroscientists.[3] with contributions ranging from the biophysical and behavioral studies of the visual system to the computational analyses of vision and learning in humans and machines. With Werner E. Reichardt he characterized quantitatively the visuo-motor control system in the fly. With David Marr (neuroscientist), he introduced the seminal idea of levels of analysis in computational neuroscience. He and Torre introduced regularization as a mathematical framework to approach the ill-posed problems of vision and the key problem of learning from data.[4] The citation for the 2009 Okawa prize mentions his “…outstanding contributions to the establishment of computational neuroscience, and pioneering researches ranging from the biophysical and behavioral studies of the visual system to the computational analysis of vision and learning in humans and machines.” His research has always been interdisciplinary, between brains and computers. It is now focused on the mathematics of deep learning and on the computational neuroscience of the visual cortex.

Industry

Poggio is a former Corporate Fellow of

DeepMind
. Among his PhD students and post-docs are some of the today's leaders in the Science and in the Engineering of Intelligence, from Christof Koch (President and Chief Scientific Officer, Allen Institute) to Amnon Shashua (CEO and founder, Mobileye) and Demis Hassabis (CEO and founder, Deep Mind).

Honors and awards

Poggio is an honorary member of the Neuroscience Research Program, a member of the

AAAI and a founding member of the McGovern Institute for Brain Research. He received the Laurea Honoris Causa in Computer Engineering from the University of Pavia for the Volta Bicentennial in 2000, the 2003 Gabor Award, the 2009 Okawa Prize [2], and named in 2009 a Fellow of the American Association for the Advancement of Science (AAAS) for “distinguished contributions to computational neuroscience, in particular, computational vision learning and regularization theory, biophysics of computation and models of recognition in the visual cortex”, the 2014 Swartz Prize for Theoretical and Computational Neuroscience, in 2020 won the first edition of the international scientific award "Ratio et spes",[5] the ICCV 2021 Helmholtz Prize,[6] and the Kampe’ de F’eriet Award and Plenary Lecture, IMPU 2022, Milan, Italy.[7]

Notable students

See also

References

  1. MIT Sloan CIO Symposium
    . 18 May 2015. Retrieved 30 May 2015.
  2. ^ A feedforward architecture accounts for rapid categorization. Serre T, Oliva A, Poggio T. Proceedings of the National Academy of Sciences of the United States of America. 2007 Apr 10;104(15):6424-9.
  3. ^ "1360 Highly Cited Researchers (h>100) according to their Google Scholar Citations public profiles". Ranking Web of Universities.
  4. ^ "Ill-Posed Problems and Regularization Analysis in Early Vision". Archived from the original on 7 August 2021. Retrieved 7 August 2021.
  5. ^ "Conferenza Stampa di presentazione delle iniziative della Fondazione Vaticana Joseph Ratzinger – Benedetto XVI". press.vatican.va. Retrieved 19 January 2023.
  6. ^ "ICCV Helmholtz Prize - IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence -IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence". tc.computer.org. Retrieved 19 January 2023.
  7. ^ "Tomaso Poggio presented with the 2022 Kampe de Feriet award | The Center for Brains, Minds & Machines". cbmm.mit.edu. Retrieved 19 January 2023.

External links

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